A note on the utility of incremental learning
Christophe G. Giraud-Carrier · 2000
... This paper defines the notion of incrementality for learning tasks and algorithms. It then provides some motivation for incremental learning and argues in favour of the design of incremental learning algorithms for solving incremental learning tasks. A number of issues raised by such systems are outlined and the incremental learner ILA is used for illustration.